Search Results for author: Sumeet Vadhavkar

Found 2 papers, 0 papers with code

HyPer-EP: Meta-Learning Hybrid Personalized Models for Cardiac Electrophysiology

no code implementations15 Mar 2024 Xiajun Jiang, Sumeet Vadhavkar, Yubo Ye, Maryam Toloubidokhti, Ryan Missel, Linwei Wang

Personalized virtual heart models have demonstrated increasing potential for clinical use, although the estimation of their parameters given patient-specific data remain a challenge.

Meta-Learning

Unsupervised Learning of Hybrid Latent Dynamics: A Learn-to-Identify Framework

no code implementations13 Mar 2024 Yubo Ye, Sumeet Vadhavkar, Xiajun Jiang, Ryan Missel, Huafeng Liu, Linwei Wang

Modern applications increasingly require unsupervised learning of latent dynamics from high-dimensional time-series.

Inductive Bias Meta-Learning +1

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